Official implementation for the paper "CoVO-MPC: Theoretical Analysis of Sampling-based MPC and Optimal Covariance Design" accepted by L4DC 2024. CoVO-MPC is an optimal sampling-based MPC algorithm.
☆146May 22, 2024Updated 2 years ago
Alternatives and similar repositories for CoVO-MPC
Users that are interested in CoVO-MPC are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Adaptive importance sampling modification to MPPI☆121Apr 1, 2024Updated 2 years ago
- Code for the paper "Deep Model Predictive Optimization"☆28Oct 12, 2023Updated 2 years ago
- ROS package for autonomous navigation of AGVs in unknown cluttered environments using MPPI and log-MPPI☆194May 1, 2024Updated 2 years ago
- Pytorch Implementation of TinyMPC☆63Jan 17, 2024Updated 2 years ago
- Templated C++/CUDA implementation of Model Predictive Path Integral Control (MPPI)☆314Sep 3, 2026Updated 2 weeks ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A GPU implementation of Model Predictive Path Integral (MPPI) control that uses a probabilistic traversability model for planning risk-aw…☆315Aug 23, 2024Updated 2 years ago
- Official implementation for the paper "Model-based Diffusion for Trajectory Optimization". Model-based diffusion (MBD) is a novel diffusi…☆340Mar 27, 2025Updated last year
- Model Predictive Path Integral (MPPI) with approximate dynamics implemented in pytorch☆758Mar 15, 2026Updated 6 months ago
- Model Predictive Path Integral Control using isaacgym for rollouts, gpu-accelerated☆361Aug 17, 2025Updated last year
- Official Implementation of "Sampling-Based System Identification with Active Exploration for Legged Robot Sim2Real Learning"☆220Nov 26, 2025Updated 9 months ago
- Colab notebooks showcasing experiments on MPPI (model predictive path integral control) and CBF (control barrier function). Utilizes jax …☆139Nov 11, 2025Updated 10 months ago
- ROS package for efficient autonomous navigation of AGVs in complex, unknown, cluttered environments☆125Nov 20, 2023Updated 2 years ago
- MPPI and Learning model☆27Aug 25, 2026Updated 3 weeks ago
- Differentiable Model Predictive Control on the GPU☆176Oct 24, 2025Updated 10 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Sampling-based model predictive control on GPU with JAX/MJX☆304Jul 18, 2026Updated 2 months ago
- Use PyTorch Models with CasADi for data-driven optimization or learning-based optimal control. Supports Acados.☆593Jun 5, 2025Updated last year
- "Iterative Convex Optimization for Model Predictive Control with Discrete-Time High-Order Control Barrier Functions" by S. Liu, J. Zeng, …☆12Mar 11, 2023Updated 3 years ago
- Project Code for the paper "A Learning-based Quadcopter Controller with Extreme Adaptation"☆90Jun 10, 2025Updated last year
- BiC-MPPI: Goal-Pursuing, Sampling-Based Bidirectional Rollout Clustering Path Integral for Trajectory Optimization